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deepgram-python-management-api

Use when writing or reviewing Python code in this repo that calls Deepgram Management APIs - projects, API keys, members, invites, usage, billing, models, and reusable Voice Agent configurations. Covers `client.manage.v1.projects`, project-scoped resources under `client.manage.v1.projects.*` (keys, members, members.invites, usage, billing, models, requests), global `client.manage.v1.models`, think-model discovery at `client.agent.v1.settings.think.models`, and `client.voice_agent.configurations.*`. Use `deepgram-python-voice-agent` when you want to run an agent interactively, this skill to PERSIST/LIST agent configs. Triggers include "management API", "list projects", "API keys", "members", "usage stats", "billing", "list models", "agent configurations", "manage.v1".

71

Quality

86%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

72%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is a strong, comprehensive management API skill with excellent actionability — nearly every API surface is demonstrated with executable Python code. The progressive disclosure and organization are well done, with clear section hierarchy and external references. Main weaknesses are minor verbosity (some redundant explanations across sections) and missing validation/guard patterns for destructive operations.

Suggestions

Add a concrete guard pattern or confirmation workflow for destructive operations (delete project/key/config) rather than just commenting them out — e.g., a check-before-delete snippet.

Consolidate the repeated agent-config-is-agent-block-only explanation: it appears in the intro, the Quick start code comments, AND Gotchas #4/#5/#6. State it once prominently and reference that location.

DimensionReasoningScore

Conciseness

Generally efficient with good code examples, but some sections are slightly verbose — e.g., the 'Central product skills' section and repeated explanations about what the agent config block contains (mentioned in Quick start comments AND Gotchas #4, #5, #6). The Gotchas section, while valuable, has 10 items which is borderline excessive.

2 / 3

Actionability

Excellent executable code examples throughout — projects, models, keys, members, invites, usage, billing, voice agent configs, and async usage are all demonstrated with copy-paste ready Python. Method signatures include actual parameter names and realistic values.

3 / 3

Workflow Clarity

The skill covers many independent CRUD operations rather than a single multi-step workflow, so sequencing is less critical. However, destructive operations (delete project, delete key, delete agent config) lack explicit validation/confirmation steps or guard patterns beyond a comment saying 'irreversible'. The Gotchas mention 'wire tests typically comment out destructive calls' but no concrete guard pattern is shown.

2 / 3

Progressive Disclosure

Well-structured with clear sections progressing from authentication → quick starts → async → API reference → gotchas → examples. References to external files (reference.md, example files, related skills) are one level deep and clearly signaled. The layered API reference section provides multiple escalation paths.

3 / 3

Total

10

/

12

Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is an excellent skill description that is highly specific, includes comprehensive trigger terms, clearly answers both what and when, and proactively distinguishes itself from a related skill. The description is dense but informative, covering the full scope of Deepgram Management API resources with concrete SDK paths and natural user-facing keywords.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions and resources: projects, API keys, members, invites, usage, billing, models, voice agent configurations, with specific SDK paths like `client.manage.v1.projects`, `client.voice_agent.configurations.*`.

3 / 3

Completeness

Clearly answers both 'what' (calling Deepgram Management APIs for projects, keys, members, usage, billing, models, voice agent configs) and 'when' (explicit 'Use when writing or reviewing Python code in this repo that calls Deepgram Management APIs' plus explicit trigger list). Also distinguishes from a related skill (`deepgram-python-voice-agent`).

3 / 3

Trigger Term Quality

Includes a rich set of natural trigger terms users would say: 'management API', 'list projects', 'API keys', 'members', 'usage stats', 'billing', 'list models', 'agent configurations', 'manage.v1'. These cover common variations well.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive with a clear niche (Deepgram Management APIs specifically), and explicitly differentiates itself from the related `deepgram-python-voice-agent` skill for running agents interactively vs. persisting/listing configs. Very unlikely to conflict with other skills.

3 / 3

Total

12

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
deepgram/deepgram-python-sdk
Reviewed

Table of Contents

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